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Learn Python by building data science applications : a fun, project-based guide to learning Python 3 while building real-world apps /: a fun, project-based guide to learning Python 3 while building real-world apps. ([2019])
Record Type:
Book
Title:
Learn Python by building data science applications : a fun, project-based guide to learning Python 3 while building real-world apps /: a fun, project-based guide to learning Python 3 while building real-world apps. ([2019])
Main Title:
Learn Python by building data science applications : a fun, project-based guide to learning Python 3 while building real-world apps
Table of ContentsPreparing the workspaceFirst Steps in coding variables and data typesFunctionsData StructuresLoops and other compound statementsFirst script: Geocoding with Web APIsScraping Data from the Web with Beautiful Soup 4Simulation with Classes and inheritanceShell, Git, Conda, and More at Your CommandPython for Data ApplicationsData cleaning and manipulationData Exploration and VisualizationTraining a Machine Learning modelImproving your Models Metrics pipelines and experimentsPackaging and testing with poetry and pytestData Pipelines with LuigiLets build a dashboardServing models with Rest APIServerless API using ChaliceBest practices and Python performance.
Note: Description based on online resource; title from digital title page (viewed on December 06, 2019).
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